Overview
Brought to you by YData
Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 88 |
| Missing cells | 524 |
| Missing cells (%) | 23.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 17.9 KiB |
| Average record size in memory | 208.0 B |
Variable types
| Categorical | 2 |
|---|---|
| TimeSeries | 23 |
Timeseries statistics
| Number of series | 23 |
|---|---|
| Time series length | 88 |
| Starting point | 1746193740000 |
| Ending point | 1746198960000 |
| Period | 60000 |
pair has constant value "BTC/USD" | Constant |
candle_seconds has constant value "60" | Constant |
close is highly overall correlated with ema_14 and 16 other fields | High correlation |
ema_14 is highly overall correlated with close and 14 other fields | High correlation |
ema_21 is highly overall correlated with close and 16 other fields | High correlation |
ema_60 is highly overall correlated with close and 16 other fields | High correlation |
ema_7 is highly overall correlated with close and 17 other fields | High correlation |
high is highly overall correlated with close and 14 other fields | High correlation |
low is highly overall correlated with close and 17 other fields | High correlation |
macd_7 is highly overall correlated with close and 17 other fields | High correlation |
macdsignal_7 is highly overall correlated with ema_14 and 14 other fields | High correlation |
obv is highly overall correlated with close and 7 other fields | High correlation |
open is highly overall correlated with close and 16 other fields | High correlation |
rsi_14 is highly overall correlated with ema_21 and 7 other fields | High correlation |
rsi_21 is highly overall correlated with ema_60 and 3 other fields | High correlation |
rsi_60 is highly overall correlated with close and 13 other fields | High correlation |
rsi_7 is highly overall correlated with ema_21 and 5 other fields | High correlation |
sma_14 is highly overall correlated with close and 14 other fields | High correlation |
sma_21 is highly overall correlated with close and 16 other fields | High correlation |
sma_60 is highly overall correlated with close and 16 other fields | High correlation |
sma_7 is highly overall correlated with close and 17 other fields | High correlation |
volume is highly overall correlated with close and 7 other fields | High correlation |
window_end_ms is highly overall correlated with close and 15 other fields | High correlation |
window_start_ms is highly overall correlated with close and 15 other fields | High correlation |
sma_7 has 12 (13.6%) missing values | Missing |
sma_14 has 25 (28.4%) missing values | Missing |
sma_21 has 32 (36.4%) missing values | Missing |
sma_60 has 71 (80.7%) missing values | Missing |
ema_7 has 12 (13.6%) missing values | Missing |
ema_14 has 25 (28.4%) missing values | Missing |
ema_21 has 32 (36.4%) missing values | Missing |
ema_60 has 71 (80.7%) missing values | Missing |
rsi_7 has 14 (15.9%) missing values | Missing |
rsi_14 has 26 (29.5%) missing values | Missing |
rsi_21 has 33 (37.5%) missing values | Missing |
rsi_60 has 72 (81.8%) missing values | Missing |
macd_7 has 33 (37.5%) missing values | Missing |
macdsignal_7 has 33 (37.5%) missing values | Missing |
macdhist_7 has 33 (37.5%) missing values | Missing |
open is non stationary | Non stationary |
high is non stationary | Non stationary |
low is non stationary | Non stationary |
close is non stationary | Non stationary |
volume is non stationary | Non stationary |
window_start_ms is non stationary | Non stationary |
window_end_ms is non stationary | Non stationary |
sma_60 is non stationary | Non stationary |
ema_60 is non stationary | Non stationary |
rsi_14 is non stationary | Non stationary |
rsi_21 is non stationary | Non stationary |
rsi_60 is non stationary | Non stationary |
obv is non stationary | Non stationary |
window_start_ms is uniformly distributed | Uniform |
window_end_ms is uniformly distributed | Uniform |
volume has unique values | Unique |
window_start_ms has unique values | Unique |
window_end_ms has unique values | Unique |
obv has unique values | Unique |
Reproduction
| Analysis started | 2025-05-02 15:16:08.311131 |
|---|---|
| Analysis finished | 2025-05-02 15:16:33.266336 |
| Duration | 24.96 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | BTC/USD |
|---|---|
| 2nd row | BTC/USD |
| 3rd row | BTC/USD |
| 4th row | BTC/USD |
| 5th row | BTC/USD |
Common Values
| Value | Count | Frequency (%) |
| BTC/USD | 88 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| btc/usd | 88 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 88 | |
| T | 88 | |
| C | 88 | |
| / | 88 | |
| U | 88 | |
| S | 88 | |
| D | 88 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 616 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| B | 88 | |
| T | 88 | |
| C | 88 | |
| / | 88 | |
| U | 88 | |
| S | 88 | |
| D | 88 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 616 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| B | 88 | |
| T | 88 | |
| C | 88 | |
| / | 88 | |
| U | 88 | |
| S | 88 | |
| D | 88 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 616 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| B | 88 | |
| T | 88 | |
| C | 88 | |
| / | 88 | |
| U | 88 | |
| S | 88 | |
| D | 88 |
open
Numeric time series
High correlation Non stationary
| Distinct | 80 |
|---|---|
| Distinct (%) | 90.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94091.126 |
|---|---|
| Minimum | 77084.8 |
| Maximum | 97884.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 77084.8 |
|---|---|
| 5-th percentile | 81574.905 |
| Q1 | 92680.25 |
| median | 97213.65 |
| Q3 | 97639.675 |
| 95-th percentile | 97854.22 |
| Maximum | 97884.3 |
| Range | 20799.5 |
| Interquartile range (IQR) | 4959.425 |
Descriptive statistics
| Standard deviation | 5904.5889 |
|---|---|
| Coefficient of variation (CV) | 0.06275394 |
| Kurtosis | 0.74147782 |
| Mean | 94091.126 |
| Median Absolute Deviation (MAD) | 452.2 |
| Skewness | -1.4762051 |
| Sum | 8280019.1 |
| Variance | 34864170 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5335021111 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 97208.3 | 4 | 4.5% |
| 97624 | 2 | 2.3% |
| 97829.4 | 2 | 2.3% |
| 97836.8 | 2 | 2.3% |
| 97804 | 2 | 2.3% |
| 97254.7 | 2 | 2.3% |
| 97604.7 | 1 | 1.1% |
| 97599 | 1 | 1.1% |
| 97561 | 1 | 1.1% |
| 97469.1 | 1 | 1.1% |
| Other values (70) | 70 |
| Value | Count | Frequency (%) |
| 77084.8 | 1 | |
| 78458.5 | 1 | |
| 78800 | 1 | |
| 80401.7 | 1 | |
| 80963.7 | 1 | |
| 82710 | 1 | |
| 82896.2 | 1 | |
| 82930 | 1 | |
| 83370 | 1 | |
| 84437.1 | 1 |
| Value | Count | Frequency (%) |
| 97884.3 | 1 | |
| 97876.7 | 1 | |
| 97875 | 1 | |
| 97867.5 | 1 | |
| 97863.6 | 1 | |
| 97836.8 | 2 | |
| 97829.4 | 2 | |
| 97804.1 | 1 | |
| 97804 | 2 | |
| 97758.5 | 1 |
ACF and PACF
high
Numeric time series
High correlation Non stationary
| Distinct | 74 |
|---|---|
| Distinct (%) | 84.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94811.686 |
|---|---|
| Minimum | 80398.9 |
| Maximum | 97885 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 80398.9 |
|---|---|
| 5-th percentile | 84511.26 |
| Q1 | 95358.775 |
| median | 97272.95 |
| Q3 | 97665.9 |
| 95-th percentile | 97872.96 |
| Maximum | 97885 |
| Range | 17486.1 |
| Interquartile range (IQR) | 2307.125 |
Descriptive statistics
| Standard deviation | 4884.6711 |
|---|---|
| Coefficient of variation (CV) | 0.051519715 |
| Kurtosis | 0.94666825 |
| Mean | 94811.686 |
| Median Absolute Deviation (MAD) | 428.25 |
| Skewness | -1.5532663 |
| Sum | 8343428.4 |
| Variance | 23860011 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3669722419 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 97208.3 | 4 | 4.5% |
| 97624 | 3 | 3.4% |
| 97804.1 | 2 | 2.3% |
| 97665.9 | 2 | 2.3% |
| 97543.4 | 2 | 2.3% |
| 97867.5 | 2 | 2.3% |
| 97804 | 2 | 2.3% |
| 97665.8 | 2 | 2.3% |
| 97701.2 | 2 | 2.3% |
| 96892 | 2 | 2.3% |
| Other values (64) | 65 |
| Value | Count | Frequency (%) |
| 80398.9 | 1 | |
| 80800 | 1 | |
| 83548.9 | 1 | |
| 83971.5 | 1 | |
| 84482 | 1 | |
| 84565.6 | 1 | |
| 85278.7 | 1 | |
| 85372.3 | 1 | |
| 85611.7 | 1 | |
| 86401 | 1 |
| Value | Count | Frequency (%) |
| 97885 | 1 | |
| 97884.9 | 1 | |
| 97884.3 | 1 | |
| 97876.7 | 1 | |
| 97875.9 | 1 | |
| 97867.5 | 2 | |
| 97836.8 | 1 | |
| 97829.7 | 1 | |
| 97829.5 | 1 | |
| 97804.1 | 2 |
ACF and PACF
low
Numeric time series
High correlation Non stationary
| Distinct | 81 |
|---|---|
| Distinct (%) | 92.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93268.169 |
|---|---|
| Minimum | 74409.1 |
| Maximum | 97876.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 74409.1 |
|---|---|
| 5-th percentile | 77886.885 |
| Q1 | 91933.575 |
| median | 97208.25 |
| Q3 | 97617.725 |
| 95-th percentile | 97829.4 |
| Maximum | 97876.7 |
| Range | 23467.6 |
| Interquartile range (IQR) | 5684.15 |
Descriptive statistics
| Standard deviation | 7244.3221 |
|---|---|
| Coefficient of variation (CV) | 0.077671966 |
| Kurtosis | 0.33969883 |
| Mean | 93268.169 |
| Median Absolute Deviation (MAD) | 452.05 |
| Skewness | -1.3930003 |
| Sum | 8207598.9 |
| Variance | 52480203 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3736210635 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 97208.2 | 3 | 3.4% |
| 97254.7 | 2 | 2.3% |
| 97617.7 | 2 | 2.3% |
| 97829.4 | 2 | 2.3% |
| 97604.6 | 2 | 2.3% |
| 97836.7 | 2 | 2.3% |
| 97364.3 | 1 | 1.1% |
| 97543.4 | 1 | 1.1% |
| 97543.3 | 1 | 1.1% |
| 97535.3 | 1 | 1.1% |
| Other values (71) | 71 |
| Value | Count | Frequency (%) |
| 74409.1 | 1 | |
| 74572.5 | 1 | |
| 75735.7 | 1 | |
| 77057.7 | 1 | |
| 77502.9 | 1 | |
| 78600 | 1 | |
| 78800 | 1 | |
| 79930.7 | 1 | |
| 81166 | 1 | |
| 81177.7 | 1 |
| Value | Count | Frequency (%) |
| 97876.7 | 1 | |
| 97875 | 1 | |
| 97836.7 | 2 | |
| 97829.4 | 2 | |
| 97804 | 1 | |
| 97803.9 | 1 | |
| 97793.2 | 1 | |
| 97787.9 | 1 | |
| 97758.5 | 1 | |
| 97737 | 1 |
ACF and PACF
close
Numeric time series
High correlation Non stationary
| Distinct | 78 |
|---|---|
| Distinct (%) | 88.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94177.132 |
|---|---|
| Minimum | 77084.8 |
| Maximum | 97884.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 77084.8 |
|---|---|
| 5-th percentile | 81566.455 |
| Q1 | 93693.225 |
| median | 97236.85 |
| Q3 | 97645.625 |
| 95-th percentile | 97856.755 |
| Maximum | 97884.9 |
| Range | 20800.1 |
| Interquartile range (IQR) | 3952.4 |
Descriptive statistics
| Standard deviation | 5901.391 |
|---|---|
| Coefficient of variation (CV) | 0.062662675 |
| Kurtosis | 0.84213454 |
| Mean | 94177.132 |
| Median Absolute Deviation (MAD) | 441.15 |
| Skewness | -1.5177236 |
| Sum | 8287587.6 |
| Variance | 34826416 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1493354771 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 97208.3 | 4 | 4.5% |
| 97829.4 | 2 | 2.3% |
| 97254.7 | 2 | 2.3% |
| 96892 | 2 | 2.3% |
| 97624 | 2 | 2.3% |
| 97665.8 | 2 | 2.3% |
| 97543.4 | 2 | 2.3% |
| 97804 | 2 | 2.3% |
| 97451.6 | 1 | 1.1% |
| 97604.6 | 1 | 1.1% |
| Other values (68) | 68 |
| Value | Count | Frequency (%) |
| 77084.8 | 1 | |
| 78458.5 | 1 | |
| 78800 | 1 | |
| 80398.9 | 1 | |
| 80950.7 | 1 | |
| 82710 | 1 | |
| 82896.2 | 1 | |
| 82930 | 1 | |
| 83370 | 1 | |
| 84437 | 1 |
| Value | Count | Frequency (%) |
| 97884.9 | 1 | |
| 97884.3 | 1 | |
| 97876.7 | 1 | |
| 97875.9 | 1 | |
| 97867.5 | 1 | |
| 97836.8 | 1 | |
| 97836.7 | 1 | |
| 97829.4 | 2 | |
| 97804.1 | 1 | |
| 97804 | 2 |
ACF and PACF
volume
Numeric time series
High correlation Non stationary Unique
| Distinct | 88 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1184.3325 |
|---|---|
| Minimum | 0.00909259 |
| Maximum | 6942.5572 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.00909259 |
|---|---|
| 5-th percentile | 0.066201653 |
| Q1 | 1.1428574 |
| median | 12.150111 |
| Q3 | 2935.0286 |
| 95-th percentile | 5274.1399 |
| Maximum | 6942.5572 |
| Range | 6942.5481 |
| Interquartile range (IQR) | 2933.8857 |
Descriptive statistics
| Standard deviation | 1988.1625 |
|---|---|
| Coefficient of variation (CV) | 1.6787198 |
| Kurtosis | 0.28625524 |
| Mean | 1184.3325 |
| Median Absolute Deviation (MAD) | 12.118382 |
| Skewness | 1.3438858 |
| Sum | 104221.26 |
| Variance | 3952790.2 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3953768888 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0.02358871 | 1 | 1.1% |
| 0.06549571 | 1 | 1.1% |
| 35.72536297 | 1 | 1.1% |
| 0.44410517 | 1 | 1.1% |
| 0.5452669 | 1 | 1.1% |
| 1.4390618 | 1 | 1.1% |
| 1.37639748 | 1 | 1.1% |
| 0.47967044 | 1 | 1.1% |
| 0.0398695 | 1 | 1.1% |
| 0.99766936 | 1 | 1.1% |
| Other values (78) | 78 |
| Value | Count | Frequency (%) |
| 0.00909259 | 1 | |
| 0.01447002 | 1 | |
| 0.02358871 | 1 | |
| 0.0398695 | 1 | |
| 0.06549571 | 1 | |
| 0.06751269 | 1 | |
| 0.07131972 | 1 | |
| 0.1566265 | 1 | |
| 0.15855975 | 1 | |
| 0.1670844 | 1 |
| Value | Count | Frequency (%) |
| 6942.557214 | 1 | |
| 6169.892114 | 1 | |
| 5813.447481 | 1 | |
| 5650.73679 | 1 | |
| 5503.569224 | 1 | |
| 4848.056979 | 1 | |
| 4834.93225 | 1 | |
| 4690.111921 | 1 | |
| 4649.273713 | 1 | |
| 4223.466789 | 1 |
ACF and PACF
window_start_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 88 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7461964 × 1012 |
|---|---|
| Minimum | 1.7461937 × 1012 |
| Maximum | 1.746199 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1.7461937 × 1012 |
|---|---|
| 5-th percentile | 1.746194 × 1012 |
| Q1 | 1.746195 × 1012 |
| median | 1.7461964 × 1012 |
| Q3 | 1.7461977 × 1012 |
| 95-th percentile | 1.7461987 × 1012 |
| Maximum | 1.746199 × 1012 |
| Range | 5220000 |
| Interquartile range (IQR) | 2610000 |
Descriptive statistics
| Standard deviation | 1532840.5 |
|---|---|
| Coefficient of variation (CV) | 8.778168 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7461964 × 1012 |
| Median Absolute Deviation (MAD) | 1320000 |
| Skewness | 0 |
| Sum | 1.5366528 × 1014 |
| Variance | 2.3496 × 1012 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585325863 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.74619374 × 1012 | 1 | 1.1% |
| 1.7461938 × 1012 | 1 | 1.1% |
| 1.74619758 × 1012 | 1 | 1.1% |
| 1.74619752 × 1012 | 1 | 1.1% |
| 1.74619746 × 1012 | 1 | 1.1% |
| 1.7461974 × 1012 | 1 | 1.1% |
| 1.74619734 × 1012 | 1 | 1.1% |
| 1.74619728 × 1012 | 1 | 1.1% |
| 1.74619722 × 1012 | 1 | 1.1% |
| 1.74619716 × 1012 | 1 | 1.1% |
| Other values (78) | 78 |
| Value | Count | Frequency (%) |
| 1.74619374 × 1012 | 1 | |
| 1.7461938 × 1012 | 1 | |
| 1.74619386 × 1012 | 1 | |
| 1.74619392 × 1012 | 1 | |
| 1.74619398 × 1012 | 1 | |
| 1.74619404 × 1012 | 1 | |
| 1.7461941 × 1012 | 1 | |
| 1.74619416 × 1012 | 1 | |
| 1.74619422 × 1012 | 1 | |
| 1.74619428 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.74619896 × 1012 | 1 | |
| 1.7461989 × 1012 | 1 | |
| 1.74619884 × 1012 | 1 | |
| 1.74619878 × 1012 | 1 | |
| 1.74619872 × 1012 | 1 | |
| 1.74619866 × 1012 | 1 | |
| 1.7461986 × 1012 | 1 | |
| 1.74619854 × 1012 | 1 | |
| 1.74619848 × 1012 | 1 | |
| 1.74619842 × 1012 | 1 |
ACF and PACF
window_end_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 88 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7461964 × 1012 |
|---|---|
| Minimum | 1.7461938 × 1012 |
| Maximum | 1.746199 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1.7461938 × 1012 |
|---|---|
| 5-th percentile | 1.7461941 × 1012 |
| Q1 | 1.7461951 × 1012 |
| median | 1.7461964 × 1012 |
| Q3 | 1.7461977 × 1012 |
| 95-th percentile | 1.7461988 × 1012 |
| Maximum | 1.746199 × 1012 |
| Range | 5220000 |
| Interquartile range (IQR) | 2610000 |
Descriptive statistics
| Standard deviation | 1532840.5 |
|---|---|
| Coefficient of variation (CV) | 8.7781677 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7461964 × 1012 |
| Median Absolute Deviation (MAD) | 1320000 |
| Skewness | 0 |
| Sum | 1.5366528 × 1014 |
| Variance | 2.3496 × 1012 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585313531 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.7461938 × 1012 | 1 | 1.1% |
| 1.74619386 × 1012 | 1 | 1.1% |
| 1.74619764 × 1012 | 1 | 1.1% |
| 1.74619758 × 1012 | 1 | 1.1% |
| 1.74619752 × 1012 | 1 | 1.1% |
| 1.74619746 × 1012 | 1 | 1.1% |
| 1.7461974 × 1012 | 1 | 1.1% |
| 1.74619734 × 1012 | 1 | 1.1% |
| 1.74619728 × 1012 | 1 | 1.1% |
| 1.74619722 × 1012 | 1 | 1.1% |
| Other values (78) | 78 |
| Value | Count | Frequency (%) |
| 1.7461938 × 1012 | 1 | |
| 1.74619386 × 1012 | 1 | |
| 1.74619392 × 1012 | 1 | |
| 1.74619398 × 1012 | 1 | |
| 1.74619404 × 1012 | 1 | |
| 1.7461941 × 1012 | 1 | |
| 1.74619416 × 1012 | 1 | |
| 1.74619422 × 1012 | 1 | |
| 1.74619428 × 1012 | 1 | |
| 1.74619434 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.74619902 × 1012 | 1 | |
| 1.74619896 × 1012 | 1 | |
| 1.7461989 × 1012 | 1 | |
| 1.74619884 × 1012 | 1 | |
| 1.74619878 × 1012 | 1 | |
| 1.74619872 × 1012 | 1 | |
| 1.74619866 × 1012 | 1 | |
| 1.7461986 × 1012 | 1 | |
| 1.74619854 × 1012 | 1 | |
| 1.74619848 × 1012 | 1 |
ACF and PACF
candle_seconds
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| 60 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 60 |
|---|---|
| 2nd row | 60 |
| 3rd row | 60 |
| 4th row | 60 |
| 5th row | 60 |
Common Values
| Value | Count | Frequency (%) |
| 60 | 88 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 60 | 88 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 88 | |
| 0 | 88 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 176 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 6 | 88 | |
| 0 | 88 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 176 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 6 | 88 | |
| 0 | 88 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 176 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 6 | 88 | |
| 0 | 88 |
sma_7
Numeric time series
High correlation Missing
| Distinct | 76 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 12 |
| Missing (%) | 13.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94107.319 |
|---|---|
| Minimum | 81335.914 |
| Maximum | 97866.114 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 81335.914 |
|---|---|
| 5-th percentile | 82092.554 |
| Q1 | 92330.586 |
| median | 97444.364 |
| Q3 | 97675.321 |
| 95-th percentile | 97846.989 |
| Maximum | 97866.114 |
| Range | 16530.2 |
| Interquartile range (IQR) | 5344.7357 |
Descriptive statistics
| Standard deviation | 5778.9018 |
|---|---|
| Coefficient of variation (CV) | 0.06140757 |
| Kurtosis | -0.16404486 |
| Mean | 94107.319 |
| Median Absolute Deviation (MAD) | 374.92857 |
| Skewness | -1.2743369 |
| Sum | 7152156.2 |
| Variance | 33395706 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 8.38526819 × 10-13 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 1 |
|---|---|
| min | 420000 |
| max | 420000 |
| mean | 420000 |
| std | 0 |
| Value | Count | Frequency (%) |
| 97500.65714 | 1 | 1.1% |
| 97714 | 1 | 1.1% |
| 97681.21429 | 1 | 1.1% |
| 97640.35714 | 1 | 1.1% |
| 97612.68571 | 1 | 1.1% |
| 97602.78571 | 1 | 1.1% |
| 97572.17143 | 1 | 1.1% |
| 97540.01429 | 1 | 1.1% |
| 97475.11429 | 1 | 1.1% |
| 97474.61429 | 1 | 1.1% |
| Other values (66) | 66 | |
| (Missing) | 12 | 13.6% |
| Value | Count | Frequency (%) |
| 81335.91429 | 1 | |
| 81354.42857 | 1 | |
| 81565.84286 | 1 | |
| 81677.25714 | 1 | |
| 82230.98571 | 1 | |
| 83124.2 | 1 | |
| 83610.84286 | 1 | |
| 84109.78571 | 1 | |
| 84172.64286 | 1 | |
| 84393.12857 | 1 |
| Value | Count | Frequency (%) |
| 97866.11429 | 1 | |
| 97858.18571 | 1 | |
| 97850.54286 | 1 | |
| 97850.34286 | 1 | |
| 97845.87143 | 1 | |
| 97841.18571 | 1 | |
| 97830.92857 | 1 | |
| 97830.4 | 1 | |
| 97808.18571 | 1 | |
| 97791.64286 | 1 |
ACF and PACF
sma_14
Numeric time series
High correlation Missing
| Distinct | 63 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 25 |
| Missing (%) | 28.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94164.109 |
|---|---|
| Minimum | 82732.107 |
| Maximum | 97830.664 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 82732.107 |
|---|---|
| 5-th percentile | 83426.704 |
| Q1 | 91346.764 |
| median | 97451.957 |
| Q3 | 97720.575 |
| 95-th percentile | 97815.983 |
| Maximum | 97830.664 |
| Range | 15098.557 |
| Interquartile range (IQR) | 6373.8107 |
Descriptive statistics
| Standard deviation | 5459.6451 |
|---|---|
| Coefficient of variation (CV) | 0.057980106 |
| Kurtosis | -0.33484972 |
| Mean | 94164.109 |
| Median Absolute Deviation (MAD) | 344.72143 |
| Skewness | -1.1934301 |
| Sum | 5932338.9 |
| Variance | 29807724 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 6.361117923 × 10-6 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 84849.60714 | 1 | 1.1% |
| 97495.93571 | 1 | 1.1% |
| 97516.55714 | 1 | 1.1% |
| 97529.10714 | 1 | 1.1% |
| 97533.87857 | 1 | 1.1% |
| 97538.24286 | 1 | 1.1% |
| 97541.23571 | 1 | 1.1% |
| 97544.35 | 1 | 1.1% |
| 97552.42857 | 1 | 1.1% |
| 97578.16429 | 1 | 1.1% |
| Other values (53) | 53 | |
| (Missing) | 25 |
| Value | Count | Frequency (%) |
| 82732.10714 | 1 | |
| 82869.24286 | 1 | |
| 83304.85714 | 1 | |
| 83422.75714 | 1 | |
| 83462.22857 | 1 | |
| 83758.66429 | 1 | |
| 84106.67143 | 1 | |
| 84289.52143 | 1 | |
| 84795.10714 | 1 | |
| 84849.60714 | 1 |
| Value | Count | Frequency (%) |
| 97830.66429 | 1 | |
| 97829.26429 | 1 | |
| 97821.26429 | 1 | |
| 97816.41429 | 1 | |
| 97812.1 | 1 | |
| 97806.55 | 1 | |
| 97800.22143 | 1 | |
| 97796.67857 | 1 | |
| 97790.05714 | 1 | |
| 97786.08571 | 1 |
ACF and PACF
sma_21
Numeric time series
High correlation Missing
| Distinct | 56 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 32 |
| Missing (%) | 36.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94627.355 |
|---|---|
| Minimum | 84274.471 |
| Maximum | 97781.086 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 84274.471 |
|---|---|
| 5-th percentile | 84863.65 |
| Q1 | 91809.946 |
| median | 97427.543 |
| Q3 | 97677.026 |
| 95-th percentile | 97778.521 |
| Maximum | 97781.086 |
| Range | 13506.614 |
| Interquartile range (IQR) | 5867.0798 |
Descriptive statistics
| Standard deviation | 4538.0468 |
|---|---|
| Coefficient of variation (CV) | 0.047957029 |
| Kurtosis | -0.071388494 |
| Mean | 94627.355 |
| Median Absolute Deviation (MAD) | 348.5 |
| Skewness | -1.2162756 |
| Sum | 5299131.9 |
| Variance | 20593869 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1.869745205 × 10-9 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 97436.86667 | 1 | 1.1% |
| 97480.44286 | 1 | 1.1% |
| 97502.23333 | 1 | 1.1% |
| 97521.10476 | 1 | 1.1% |
| 97544.07619 | 1 | 1.1% |
| 97571.44286 | 1 | 1.1% |
| 97590.7381 | 1 | 1.1% |
| 97603.52381 | 1 | 1.1% |
| 97614.57143 | 1 | 1.1% |
| 97624.70476 | 1 | 1.1% |
| Other values (46) | 46 | |
| (Missing) | 32 |
| Value | Count | Frequency (%) |
| 84274.47143 | 1 | |
| 84393.84762 | 1 | |
| 84734.91429 | 1 | |
| 84906.5619 | 1 | |
| 85583.00952 | 1 | |
| 86460.10476 | 1 | |
| 87141.15238 | 1 | |
| 87749.30952 | 1 | |
| 88288.99524 | 1 | |
| 88787.3 | 1 |
| Value | Count | Frequency (%) |
| 97781.08571 | 1 | |
| 97779.8 | 1 | |
| 97779.4 | 1 | |
| 97778.22857 | 1 | |
| 97777.50476 | 1 | |
| 97774.58095 | 1 | |
| 97773.55238 | 1 | |
| 97766.29524 | 1 | |
| 97765.8 | 1 | |
| 97758.00476 | 1 |
ACF and PACF
sma_60
Numeric time series
High correlation Missing Non stationary
| Distinct | 17 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 71 |
| Missing (%) | 80.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94342.37 |
|---|---|
| Minimum | 92691.12 |
| Maximum | 96332.075 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 92691.12 |
|---|---|
| 5-th percentile | 92785.476 |
| Q1 | 93364.37 |
| median | 94349.728 |
| Q3 | 95133.895 |
| 95-th percentile | 96057.651 |
| Maximum | 96332.075 |
| Range | 3640.955 |
| Interquartile range (IQR) | 1769.525 |
Descriptive statistics
| Standard deviation | 1138.9657 |
|---|---|
| Coefficient of variation (CV) | 0.012072685 |
| Kurtosis | -1.0707341 |
| Mean | 94342.37 |
| Median Absolute Deviation (MAD) | 985.35833 |
| Skewness | 0.14698091 |
| Sum | 1603820.3 |
| Variance | 1297242.9 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9984599635 |
Histogram with fixed size bins (bins=17)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 92691.12 | 1 | 1.1% |
| 95989.045 | 1 | 1.1% |
| 95701.71167 | 1 | 1.1% |
| 95382.35667 | 1 | 1.1% |
| 95133.895 | 1 | 1.1% |
| 94948.38333 | 1 | 1.1% |
| 94709.53 | 1 | 1.1% |
| 94532.62167 | 1 | 1.1% |
| 94349.72833 | 1 | 1.1% |
| 94152.35167 | 1 | 1.1% |
| Other values (7) | 7 | 8.0% |
| (Missing) | 71 |
| Value | Count | Frequency (%) |
| 92691.12 | 1 | |
| 92809.065 | 1 | |
| 92996.14333 | 1 | |
| 93117.22833 | 1 | |
| 93364.37 | 1 | |
| 93681.10333 | 1 | |
| 93929.56667 | 1 | |
| 94152.35167 | 1 | |
| 94349.72833 | 1 | |
| 94532.62167 | 1 |
| Value | Count | Frequency (%) |
| 96332.075 | 1 | |
| 95989.045 | 1 | |
| 95701.71167 | 1 | |
| 95382.35667 | 1 | |
| 95133.895 | 1 | |
| 94948.38333 | 1 | |
| 94709.53 | 1 | |
| 94532.62167 | 1 | |
| 94349.72833 | 1 | |
| 94152.35167 | 1 |
ACF and PACF
ema_7
Numeric time series
High correlation Missing
| Distinct | 76 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 12 |
| Missing (%) | 13.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94107.319 |
|---|---|
| Minimum | 81335.914 |
| Maximum | 97866.114 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 81335.914 |
|---|---|
| 5-th percentile | 82092.554 |
| Q1 | 92330.586 |
| median | 97444.364 |
| Q3 | 97675.321 |
| 95-th percentile | 97846.989 |
| Maximum | 97866.114 |
| Range | 16530.2 |
| Interquartile range (IQR) | 5344.7357 |
Descriptive statistics
| Standard deviation | 5778.9018 |
|---|---|
| Coefficient of variation (CV) | 0.06140757 |
| Kurtosis | -0.16404486 |
| Mean | 94107.319 |
| Median Absolute Deviation (MAD) | 374.92857 |
| Skewness | -1.2743369 |
| Sum | 7152156.2 |
| Variance | 33395706 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 8.38526819 × 10-13 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 1 |
|---|---|
| min | 420000 |
| max | 420000 |
| mean | 420000 |
| std | 0 |
| Value | Count | Frequency (%) |
| 97500.65714 | 1 | 1.1% |
| 97714 | 1 | 1.1% |
| 97681.21429 | 1 | 1.1% |
| 97640.35714 | 1 | 1.1% |
| 97612.68571 | 1 | 1.1% |
| 97602.78571 | 1 | 1.1% |
| 97572.17143 | 1 | 1.1% |
| 97540.01429 | 1 | 1.1% |
| 97475.11429 | 1 | 1.1% |
| 97474.61429 | 1 | 1.1% |
| Other values (66) | 66 | |
| (Missing) | 12 | 13.6% |
| Value | Count | Frequency (%) |
| 81335.91429 | 1 | |
| 81354.42857 | 1 | |
| 81565.84286 | 1 | |
| 81677.25714 | 1 | |
| 82230.98571 | 1 | |
| 83124.2 | 1 | |
| 83610.84286 | 1 | |
| 84109.78571 | 1 | |
| 84172.64286 | 1 | |
| 84393.12857 | 1 |
| Value | Count | Frequency (%) |
| 97866.11429 | 1 | |
| 97858.18571 | 1 | |
| 97850.54286 | 1 | |
| 97850.34286 | 1 | |
| 97845.87143 | 1 | |
| 97841.18571 | 1 | |
| 97830.92857 | 1 | |
| 97830.4 | 1 | |
| 97808.18571 | 1 | |
| 97791.64286 | 1 |
ACF and PACF
ema_14
Numeric time series
High correlation Missing
| Distinct | 63 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 25 |
| Missing (%) | 28.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94164.109 |
|---|---|
| Minimum | 82732.107 |
| Maximum | 97830.664 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 82732.107 |
|---|---|
| 5-th percentile | 83426.704 |
| Q1 | 91346.764 |
| median | 97451.957 |
| Q3 | 97720.575 |
| 95-th percentile | 97815.983 |
| Maximum | 97830.664 |
| Range | 15098.557 |
| Interquartile range (IQR) | 6373.8107 |
Descriptive statistics
| Standard deviation | 5459.6451 |
|---|---|
| Coefficient of variation (CV) | 0.057980106 |
| Kurtosis | -0.33484972 |
| Mean | 94164.109 |
| Median Absolute Deviation (MAD) | 344.72143 |
| Skewness | -1.1934301 |
| Sum | 5932338.9 |
| Variance | 29807724 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 6.361117923 × 10-6 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 84849.60714 | 1 | 1.1% |
| 97495.93571 | 1 | 1.1% |
| 97516.55714 | 1 | 1.1% |
| 97529.10714 | 1 | 1.1% |
| 97533.87857 | 1 | 1.1% |
| 97538.24286 | 1 | 1.1% |
| 97541.23571 | 1 | 1.1% |
| 97544.35 | 1 | 1.1% |
| 97552.42857 | 1 | 1.1% |
| 97578.16429 | 1 | 1.1% |
| Other values (53) | 53 | |
| (Missing) | 25 |
| Value | Count | Frequency (%) |
| 82732.10714 | 1 | |
| 82869.24286 | 1 | |
| 83304.85714 | 1 | |
| 83422.75714 | 1 | |
| 83462.22857 | 1 | |
| 83758.66429 | 1 | |
| 84106.67143 | 1 | |
| 84289.52143 | 1 | |
| 84795.10714 | 1 | |
| 84849.60714 | 1 |
| Value | Count | Frequency (%) |
| 97830.66429 | 1 | |
| 97829.26429 | 1 | |
| 97821.26429 | 1 | |
| 97816.41429 | 1 | |
| 97812.1 | 1 | |
| 97806.55 | 1 | |
| 97800.22143 | 1 | |
| 97796.67857 | 1 | |
| 97790.05714 | 1 | |
| 97786.08571 | 1 |
ACF and PACF
ema_21
Numeric time series
High correlation Missing
| Distinct | 56 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 32 |
| Missing (%) | 36.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94627.355 |
|---|---|
| Minimum | 84274.471 |
| Maximum | 97781.086 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 84274.471 |
|---|---|
| 5-th percentile | 84863.65 |
| Q1 | 91809.946 |
| median | 97427.543 |
| Q3 | 97677.026 |
| 95-th percentile | 97778.521 |
| Maximum | 97781.086 |
| Range | 13506.614 |
| Interquartile range (IQR) | 5867.0798 |
Descriptive statistics
| Standard deviation | 4538.0468 |
|---|---|
| Coefficient of variation (CV) | 0.047957029 |
| Kurtosis | -0.071388494 |
| Mean | 94627.355 |
| Median Absolute Deviation (MAD) | 348.5 |
| Skewness | -1.2162756 |
| Sum | 5299131.9 |
| Variance | 20593869 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1.869745205 × 10-9 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 97436.86667 | 1 | 1.1% |
| 97480.44286 | 1 | 1.1% |
| 97502.23333 | 1 | 1.1% |
| 97521.10476 | 1 | 1.1% |
| 97544.07619 | 1 | 1.1% |
| 97571.44286 | 1 | 1.1% |
| 97590.7381 | 1 | 1.1% |
| 97603.52381 | 1 | 1.1% |
| 97614.57143 | 1 | 1.1% |
| 97624.70476 | 1 | 1.1% |
| Other values (46) | 46 | |
| (Missing) | 32 |
| Value | Count | Frequency (%) |
| 84274.47143 | 1 | |
| 84393.84762 | 1 | |
| 84734.91429 | 1 | |
| 84906.5619 | 1 | |
| 85583.00952 | 1 | |
| 86460.10476 | 1 | |
| 87141.15238 | 1 | |
| 87749.30952 | 1 | |
| 88288.99524 | 1 | |
| 88787.3 | 1 |
| Value | Count | Frequency (%) |
| 97781.08571 | 1 | |
| 97779.8 | 1 | |
| 97779.4 | 1 | |
| 97778.22857 | 1 | |
| 97777.50476 | 1 | |
| 97774.58095 | 1 | |
| 97773.55238 | 1 | |
| 97766.29524 | 1 | |
| 97765.8 | 1 | |
| 97758.00476 | 1 |
ACF and PACF
ema_60
Numeric time series
High correlation Missing Non stationary
| Distinct | 17 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 71 |
| Missing (%) | 80.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94342.37 |
|---|---|
| Minimum | 92691.12 |
| Maximum | 96332.075 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 92691.12 |
|---|---|
| 5-th percentile | 92785.476 |
| Q1 | 93364.37 |
| median | 94349.728 |
| Q3 | 95133.895 |
| 95-th percentile | 96057.651 |
| Maximum | 96332.075 |
| Range | 3640.955 |
| Interquartile range (IQR) | 1769.525 |
Descriptive statistics
| Standard deviation | 1138.9657 |
|---|---|
| Coefficient of variation (CV) | 0.012072685 |
| Kurtosis | -1.0707341 |
| Mean | 94342.37 |
| Median Absolute Deviation (MAD) | 985.35833 |
| Skewness | 0.14698091 |
| Sum | 1603820.3 |
| Variance | 1297242.9 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9984599635 |
Histogram with fixed size bins (bins=17)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 92691.12 | 1 | 1.1% |
| 95989.045 | 1 | 1.1% |
| 95701.71167 | 1 | 1.1% |
| 95382.35667 | 1 | 1.1% |
| 95133.895 | 1 | 1.1% |
| 94948.38333 | 1 | 1.1% |
| 94709.53 | 1 | 1.1% |
| 94532.62167 | 1 | 1.1% |
| 94349.72833 | 1 | 1.1% |
| 94152.35167 | 1 | 1.1% |
| Other values (7) | 7 | 8.0% |
| (Missing) | 71 |
| Value | Count | Frequency (%) |
| 92691.12 | 1 | |
| 92809.065 | 1 | |
| 92996.14333 | 1 | |
| 93117.22833 | 1 | |
| 93364.37 | 1 | |
| 93681.10333 | 1 | |
| 93929.56667 | 1 | |
| 94152.35167 | 1 | |
| 94349.72833 | 1 | |
| 94532.62167 | 1 |
| Value | Count | Frequency (%) |
| 96332.075 | 1 | |
| 95989.045 | 1 | |
| 95701.71167 | 1 | |
| 95382.35667 | 1 | |
| 95133.895 | 1 | |
| 94948.38333 | 1 | |
| 94709.53 | 1 | |
| 94532.62167 | 1 | |
| 94349.72833 | 1 | |
| 94152.35167 | 1 |
ACF and PACF
rsi_7
Numeric time series
High correlation Missing
| Distinct | 66 |
|---|---|
| Distinct (%) | 89.2% |
| Missing | 14 |
| Missing (%) | 15.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.830053 |
|---|---|
| Minimum | 0.10712373 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.10712373 |
|---|---|
| 5-th percentile | 17.226904 |
| Q1 | 33.437366 |
| median | 67.271757 |
| Q3 | 87.257332 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 99.892876 |
| Interquartile range (IQR) | 53.819966 |
Descriptive statistics
| Standard deviation | 30.689263 |
|---|---|
| Coefficient of variation (CV) | 0.49634864 |
| Kurtosis | -1.2249476 |
| Mean | 61.830053 |
| Median Absolute Deviation (MAD) | 31.039617 |
| Skewness | -0.23230866 |
| Sum | 4575.4239 |
| Variance | 941.83085 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.02840536372 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 1 |
|---|---|
| min | 480000 |
| max | 480000 |
| mean | 480000 |
| std | 0 |
| Value | Count | Frequency (%) |
| 100 | 9 | 10.2% |
| 68.05627931 | 1 | 1.1% |
| 74.06364404 | 1 | 1.1% |
| 81.097749 | 1 | 1.1% |
| 82.59017325 | 1 | 1.1% |
| 84.99755262 | 1 | 1.1% |
| 80.61966488 | 1 | 1.1% |
| 87.18801997 | 1 | 1.1% |
| 66.4872347 | 1 | 1.1% |
| 66.01983614 | 1 | 1.1% |
| Other values (56) | 56 | |
| (Missing) | 14 | 15.9% |
| Value | Count | Frequency (%) |
| 0.1071237279 | 1 | |
| 0.1207729469 | 1 | |
| 1.165871754 | 1 | |
| 16.58181818 | 1 | |
| 17.57425743 | 1 | |
| 17.81720015 | 1 | |
| 20.16491754 | 1 | |
| 22.87496751 | 1 | |
| 23.46640701 | 1 | |
| 26.44330199 | 1 |
| Value | Count | Frequency (%) |
| 100 | 9 | |
| 99.97441801 | 1 | 1.1% |
| 99.95372513 | 1 | 1.1% |
| 99.82867121 | 1 | 1.1% |
| 99.82363316 | 1 | 1.1% |
| 99.75989288 | 1 | 1.1% |
| 99.47248288 | 1 | 1.1% |
| 99.39031505 | 1 | 1.1% |
| 99.30925075 | 1 | 1.1% |
| 90.74797236 | 1 | 1.1% |
ACF and PACF
rsi_14
Numeric time series
High correlation Missing Non stationary
| Distinct | 61 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 26 |
| Missing (%) | 29.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.730114 |
|---|---|
| Minimum | 15.363808 |
| Maximum | 99.896356 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 15.363808 |
|---|---|
| 5-th percentile | 23.378502 |
| Q1 | 53.747414 |
| median | 64.412488 |
| Q3 | 84.050892 |
| 95-th percentile | 99.831284 |
| Maximum | 99.896356 |
| Range | 84.532548 |
| Interquartile range (IQR) | 30.303479 |
Descriptive statistics
| Standard deviation | 22.993626 |
|---|---|
| Coefficient of variation (CV) | 0.34981874 |
| Kurtosis | -0.54453371 |
| Mean | 65.730114 |
| Median Absolute Deviation (MAD) | 17.148458 |
| Skewness | -0.29680313 |
| Sum | 4075.2671 |
| Variance | 528.70682 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.4801580539 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 66.36435778 | 2 | 2.3% |
| 82.20289855 | 1 | 1.1% |
| 61.42244182 | 1 | 1.1% |
| 55.05907301 | 1 | 1.1% |
| 54.66768526 | 1 | 1.1% |
| 53.29765465 | 1 | 1.1% |
| 53.44065657 | 1 | 1.1% |
| 58.04295264 | 1 | 1.1% |
| 78.1264637 | 1 | 1.1% |
| 84.4556962 | 1 | 1.1% |
| Other values (51) | 51 | |
| (Missing) | 26 |
| Value | Count | Frequency (%) |
| 15.36380849 | 1 | |
| 19.3556701 | 1 | |
| 23.0636833 | 1 | |
| 23.32761578 | 1 | |
| 24.34534612 | 1 | |
| 26.51793279 | 1 | |
| 33.63937771 | 1 | |
| 35.09845663 | 1 | |
| 38.45648444 | 1 | |
| 39.0450272 | 1 |
| Value | Count | Frequency (%) |
| 99.8963561 | 1 | |
| 99.87177442 | 1 | |
| 99.83145433 | 1 | |
| 99.83142306 | 1 | |
| 99.82864779 | 1 | |
| 99.76461048 | 1 | |
| 99.51775537 | 1 | |
| 99.45352334 | 1 | |
| 99.39268902 | 1 | |
| 89.77992664 | 1 |
ACF and PACF
rsi_21
Numeric time series
High correlation Missing Non stationary
| Distinct | 55 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 33 |
| Missing (%) | 37.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.036824 |
|---|---|
| Minimum | 34.483416 |
| Maximum | 99.898355 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 34.483416 |
|---|---|
| 5-th percentile | 47.775284 |
| Q1 | 62.020067 |
| median | 68.385173 |
| Q3 | 73.667664 |
| 95-th percentile | 99.348764 |
| Maximum | 99.898355 |
| Range | 65.414939 |
| Interquartile range (IQR) | 11.647597 |
Descriptive statistics
| Standard deviation | 15.376549 |
|---|---|
| Coefficient of variation (CV) | 0.21954949 |
| Kurtosis | -0.047771402 |
| Mean | 70.036824 |
| Median Absolute Deviation (MAD) | 6.0862704 |
| Skewness | 0.35544119 |
| Sum | 3852.0253 |
| Variance | 236.43826 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.8422963449 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 51.94068858 | 1 | 1.1% |
| 71.7697431 | 1 | 1.1% |
| 71.7697431 | 1 | 1.1% |
| 67.81443855 | 1 | 1.1% |
| 70.12683578 | 1 | 1.1% |
| 72.26311304 | 1 | 1.1% |
| 68.06992508 | 1 | 1.1% |
| 63.63636364 | 1 | 1.1% |
| 61.48969889 | 1 | 1.1% |
| 60.74313409 | 1 | 1.1% |
| Other values (45) | 45 | |
| (Missing) | 33 |
| Value | Count | Frequency (%) |
| 34.48341594 | 1 | |
| 41.66666667 | 1 | |
| 46.83644001 | 1 | |
| 48.17764579 | 1 | |
| 51.08169656 | 1 | |
| 51.94068858 | 1 | |
| 52.60908019 | 1 | |
| 53.13963292 | 1 | |
| 55.87442137 | 1 | |
| 56.79924751 | 1 |
| Value | Count | Frequency (%) |
| 99.89835471 | 1 | |
| 99.87496336 | 1 | |
| 99.34926938 | 1 | |
| 99.34854685 | 1 | |
| 98.14124369 | 1 | |
| 96.95140099 | 1 | |
| 93.26919001 | 1 | |
| 92.53391006 | 1 | |
| 91.77713339 | 1 | |
| 86.99079799 | 1 |
ACF and PACF
rsi_60
Numeric time series
High correlation Missing Non stationary
| Distinct | 16 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 72 |
| Missing (%) | 81.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68.532002 |
|---|---|
| Minimum | 55.05644 |
| Maximum | 96.719481 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 55.05644 |
|---|---|
| 5-th percentile | 55.666511 |
| Q1 | 62.865124 |
| median | 65.384414 |
| Q3 | 70.104557 |
| 95-th percentile | 88.063445 |
| Maximum | 96.719481 |
| Range | 41.663041 |
| Interquartile range (IQR) | 7.2394335 |
Descriptive statistics
| Standard deviation | 11.315019 |
|---|---|
| Coefficient of variation (CV) | 0.16510563 |
| Kurtosis | 1.3913795 |
| Mean | 68.532002 |
| Median Absolute Deviation (MAD) | 3.418386 |
| Skewness | 1.2998277 |
| Sum | 1096.512 |
| Variance | 128.02966 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.9968870258 |
Histogram with fixed size bins (bins=16)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 62.94673406 | 1 | 1.1% |
| 84.05311021 | 1 | 1.1% |
| 85.1781 | 1 | 1.1% |
| 73.67496609 | 1 | 1.1% |
| 65.7832569 | 1 | 1.1% |
| 68.69117923 | 1 | 1.1% |
| 62.62029377 | 1 | 1.1% |
| 63.69131024 | 1 | 1.1% |
| 55.05643989 | 1 | 1.1% |
| 64.98557172 | 1 | 1.1% |
| Other values (6) | 6 | 6.8% |
| (Missing) | 72 |
| Value | Count | Frequency (%) |
| 55.05643989 | 1 | |
| 55.86986767 | 1 | |
| 58.52366872 | 1 | |
| 62.62029377 | 1 | |
| 62.94673406 | 1 | |
| 63.64888175 | 1 | |
| 63.69131024 | 1 | |
| 64.98557172 | 1 | |
| 65.7832569 | 1 | |
| 66.15475308 | 1 |
| Value | Count | Frequency (%) |
| 96.71948064 | 1 | |
| 85.1781 | 1 | |
| 84.05311021 | 1 | |
| 73.67496609 | 1 | |
| 68.9144213 | 1 | |
| 68.69117923 | 1 | |
| 66.15475308 | 1 | |
| 65.7832569 | 1 | |
| 64.98557172 | 1 | |
| 63.69131024 | 1 |
ACF and PACF
macd_7
Numeric time series
High correlation Missing
| Distinct | 55 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 33 |
| Missing (%) | 37.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 909.4111 |
|---|---|
| Minimum | -46.336877 |
| Maximum | 3182.6921 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -46.336877 |
|---|---|
| 5-th percentile | -38.081256 |
| Q1 | 47.789147 |
| median | 77.865454 |
| Q3 | 2089.0607 |
| 95-th percentile | 3009.4401 |
| Maximum | 3182.6921 |
| Range | 3229.0289 |
| Interquartile range (IQR) | 2041.2715 |
Descriptive statistics
| Standard deviation | 1217.5068 |
|---|---|
| Coefficient of variation (CV) | 1.338786 |
| Kurtosis | -0.99454448 |
| Mean | 909.4111 |
| Median Absolute Deviation (MAD) | 103.66318 |
| Skewness | 0.89675077 |
| Sum | 50017.61 |
| Variance | 1482322.8 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1.010743608 × 10-15 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1406.41221 | 1 | 1.1% |
| 66.47890266 | 1 | 1.1% |
| 61.3593469 | 1 | 1.1% |
| 46.2650271 | 1 | 1.1% |
| 49.31326733 | 1 | 1.1% |
| 58.3537162 | 1 | 1.1% |
| 62.03983584 | 1 | 1.1% |
| 69.99164323 | 1 | 1.1% |
| 74.15686735 | 1 | 1.1% |
| 75.6401906 | 1 | 1.1% |
| Other values (45) | 45 | |
| (Missing) | 33 |
| Value | Count | Frequency (%) |
| -46.33687702 | 1 | |
| -43.91673306 | 1 | |
| -42.58238271 | 1 | |
| -36.15220162 | 1 | |
| -25.79772196 | 1 | |
| -13.15072906 | 1 | |
| -6.108345922 | 1 | |
| 5.027782395 | 1 | |
| 16.05441625 | 1 | |
| 29.76180956 | 1 |
| Value | Count | Frequency (%) |
| 3182.692053 | 1 | |
| 3079.258906 | 1 | |
| 3012.222085 | 1 | |
| 3008.247752 | 1 | |
| 2993.545605 | 1 | |
| 2989.337435 | 1 | |
| 2975.372413 | 1 | |
| 2965.406897 | 1 | |
| 2860.601209 | 1 | |
| 2796.839693 | 1 |
ACF and PACF
macdsignal_7
Numeric time series
High correlation Missing
| Distinct | 55 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 33 |
| Missing (%) | 37.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 889.7116 |
|---|---|
| Minimum | -408.02254 |
| Maximum | 4394.8916 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -408.02254 |
|---|---|
| 5-th percentile | -18.215847 |
| Q1 | 44.940804 |
| median | 83.033287 |
| Q3 | 1247.7039 |
| 95-th percentile | 4059.9214 |
| Maximum | 4394.8916 |
| Range | 4802.9141 |
| Interquartile range (IQR) | 1202.7631 |
Descriptive statistics
| Standard deviation | 1395.1793 |
|---|---|
| Coefficient of variation (CV) | 1.5681253 |
| Kurtosis | 0.77801025 |
| Mean | 889.7116 |
| Median Absolute Deviation (MAD) | 71.197474 |
| Skewness | 1.47901 |
| Sum | 48934.138 |
| Variance | 1946525.2 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1.838131916 × 10-19 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -408.0225449 | 1 | 1.1% |
| 69.74967067 | 1 | 1.1% |
| 55.99064832 | 1 | 1.1% |
| 40.2199871 | 1 | 1.1% |
| 28.63297472 | 1 | 1.1% |
| 17.13836521 | 1 | 1.1% |
| 15.76100137 | 1 | 1.1% |
| 25.06476279 | 1 | 1.1% |
| 43.33751298 | 1 | 1.1% |
| 58.85768064 | 1 | 1.1% |
| Other values (45) | 45 | |
| (Missing) | 33 |
| Value | Count | Frequency (%) |
| -408.0225449 | 1 | |
| -40.78212664 | 1 | |
| -30.3421415 | 1 | |
| -13.0188631 | 1 | |
| -0.4339979768 | 1 | |
| 11.83581374 | 1 | |
| 15.76100137 | 1 | |
| 17.13836521 | 1 | |
| 24.77266553 | 1 | |
| 25.06476279 | 1 |
| Value | Count | Frequency (%) |
| 4394.891563 | 1 | |
| 4305.273031 | 1 | |
| 4100.067791 | 1 | |
| 4042.715857 | 1 | |
| 3912.237403 | 1 | |
| 3613.967986 | 1 | |
| 3367.960236 | 1 | |
| 2956.171039 | 1 | |
| 2602.828332 | 1 | |
| 2441.116478 | 1 |
ACF and PACF
macdhist_7
Numeric time series
Missing
| Distinct | 55 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 33 |
| Missing (%) | 37.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.699498 |
|---|---|
| Minimum | -1732.9046 |
| Maximum | 2194.8202 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | -1732.9046 |
|---|---|
| 5-th percentile | -1514.1757 |
| Q1 | -133.8926 |
| median | -29.56352 |
| Q3 | 18.731401 |
| 95-th percentile | 2055.2364 |
| Maximum | 2194.8202 |
| Range | 3927.7248 |
| Interquartile range (IQR) | 152.624 |
Descriptive statistics
| Standard deviation | 918.59913 |
|---|---|
| Coefficient of variation (CV) | 46.630585 |
| Kurtosis | 1.0638643 |
| Mean | 19.699498 |
| Median Absolute Deviation (MAD) | 60.382874 |
| Skewness | 0.73570096 |
| Sum | 1083.4724 |
| Variance | 843824.36 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1.870037605 × 10-6 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1814.434755 | 1 | 1.1% |
| -3.270768013 | 1 | 1.1% |
| 5.368698576 | 1 | 1.1% |
| 6.045039999 | 1 | 1.1% |
| 20.68029262 | 1 | 1.1% |
| 41.21535098 | 1 | 1.1% |
| 46.27883447 | 1 | 1.1% |
| 44.92688044 | 1 | 1.1% |
| 30.81935437 | 1 | 1.1% |
| 16.78250997 | 1 | 1.1% |
| Other values (45) | 45 | |
| (Missing) | 33 |
| Value | Count | Frequency (%) |
| -1732.904615 | 1 | |
| -1707.597357 | 1 | |
| -1527.574477 | 1 | |
| -1508.433338 | 1 | |
| -1266.219013 | 1 | |
| -1182.114648 | 1 | |
| -1080.466535 | 1 | |
| -918.6917975 | 1 | |
| -840.0890352 | 1 | |
| -616.3281429 | 1 |
| Value | Count | Frequency (%) |
| 2194.8202 | 1 | |
| 2087.837398 | 1 | |
| 2078.692414 | 1 | |
| 2045.183772 | 1 | |
| 2016.390633 | 1 | |
| 1814.434755 | 1 | |
| 1585.612081 | 1 | |
| 928.6310151 | 1 | |
| 372.5440811 | 1 | |
| 46.27883447 | 1 |
ACF and PACF
obv
Numeric time series
High correlation Non stationary Unique
| Distinct | 88 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1184.3325 |
|---|---|
| Minimum | 0.00909259 |
| Maximum | 6942.5572 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.00909259 |
|---|---|
| 5-th percentile | 0.066201653 |
| Q1 | 1.1428574 |
| median | 12.150111 |
| Q3 | 2935.0286 |
| 95-th percentile | 5274.1399 |
| Maximum | 6942.5572 |
| Range | 6942.5481 |
| Interquartile range (IQR) | 2933.8857 |
Descriptive statistics
| Standard deviation | 1988.1625 |
|---|---|
| Coefficient of variation (CV) | 1.6787198 |
| Kurtosis | 0.28625524 |
| Mean | 1184.3325 |
| Median Absolute Deviation (MAD) | 12.118382 |
| Skewness | 1.3438858 |
| Sum | 104221.26 |
| Variance | 3952790.2 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3953768888 |
Histogram with fixed size bins (bins=50)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0.02358871 | 1 | 1.1% |
| 0.06549571 | 1 | 1.1% |
| 35.72536297 | 1 | 1.1% |
| 0.44410517 | 1 | 1.1% |
| 0.5452669 | 1 | 1.1% |
| 1.4390618 | 1 | 1.1% |
| 1.37639748 | 1 | 1.1% |
| 0.47967044 | 1 | 1.1% |
| 0.0398695 | 1 | 1.1% |
| 0.99766936 | 1 | 1.1% |
| Other values (78) | 78 |
| Value | Count | Frequency (%) |
| 0.00909259 | 1 | |
| 0.01447002 | 1 | |
| 0.02358871 | 1 | |
| 0.0398695 | 1 | |
| 0.06549571 | 1 | |
| 0.06751269 | 1 | |
| 0.07131972 | 1 | |
| 0.1566265 | 1 | |
| 0.15855975 | 1 | |
| 0.1670844 | 1 |
| Value | Count | Frequency (%) |
| 6942.557214 | 1 | |
| 6169.892114 | 1 | |
| 5813.447481 | 1 | |
| 5650.73679 | 1 | |
| 5503.569224 | 1 | |
| 4848.056979 | 1 | |
| 4834.93225 | 1 | |
| 4690.111921 | 1 | |
| 4649.273713 | 1 | |
| 4223.466789 | 1 |
ACF and PACF
Interactions
Correlations
| close | ema_14 | ema_21 | ema_60 | ema_7 | high | low | macd_7 | macdhist_7 | macdsignal_7 | obv | open | rsi_14 | rsi_21 | rsi_60 | rsi_7 | sma_14 | sma_21 | sma_60 | sma_7 | volume | window_end_ms | window_start_ms | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.904 | 0.825 | -0.909 | 0.958 | 0.991 | 0.992 | -0.633 | -0.002 | -0.485 | -0.511 | 0.982 | 0.047 | 0.035 | -0.701 | 0.042 | 0.904 | 0.825 | -0.909 | 0.958 | -0.511 | 0.842 | 0.842 |
| ema_14 | 0.904 | 1.000 | 0.979 | -0.113 | 0.968 | 0.905 | 0.923 | -0.862 | -0.124 | -0.605 | -0.557 | 0.922 | -0.206 | -0.152 | -0.294 | -0.410 | 1.000 | 0.979 | -0.113 | 0.968 | -0.557 | 0.975 | 0.975 |
| ema_21 | 0.825 | 0.979 | 1.000 | 0.821 | 0.913 | 0.823 | 0.857 | -0.902 | -0.114 | -0.672 | -0.409 | 0.851 | -0.514 | -0.248 | 0.474 | -0.696 | 0.979 | 1.000 | 0.821 | 0.913 | -0.409 | 0.995 | 0.995 |
| ema_60 | -0.909 | -0.113 | 0.821 | 1.000 | -0.914 | -0.917 | -0.879 | -0.990 | -0.243 | -0.946 | -0.039 | -0.928 | -0.953 | -0.873 | 0.800 | -0.767 | -0.113 | 0.821 | 1.000 | -0.914 | -0.039 | 1.000 | 1.000 |
| ema_7 | 0.958 | 0.968 | 0.913 | -0.914 | 1.000 | 0.961 | 0.965 | -0.723 | -0.085 | -0.515 | -0.547 | 0.971 | -0.080 | -0.021 | -0.779 | -0.158 | 0.968 | 0.913 | -0.914 | 1.000 | -0.547 | 0.887 | 0.887 |
| high | 0.991 | 0.905 | 0.823 | -0.917 | 0.961 | 1.000 | 0.985 | -0.632 | 0.001 | -0.482 | -0.486 | 0.987 | 0.025 | 0.046 | -0.803 | 0.021 | 0.905 | 0.823 | -0.917 | 0.961 | -0.486 | 0.838 | 0.838 |
| low | 0.992 | 0.923 | 0.857 | -0.879 | 0.965 | 0.985 | 1.000 | -0.673 | -0.012 | -0.519 | -0.536 | 0.990 | 0.025 | -0.022 | -0.686 | -0.006 | 0.923 | 0.857 | -0.879 | 0.965 | -0.536 | 0.843 | 0.843 |
| macd_7 | -0.633 | -0.862 | -0.902 | -0.990 | -0.723 | -0.632 | -0.673 | 1.000 | 0.037 | 0.797 | 0.332 | -0.650 | 0.730 | 0.304 | -0.788 | 0.717 | -0.862 | -0.902 | -0.990 | -0.723 | 0.332 | -0.907 | -0.907 |
| macdhist_7 | -0.002 | -0.124 | -0.114 | -0.243 | -0.085 | 0.001 | -0.012 | 0.037 | 1.000 | -0.429 | 0.094 | -0.027 | -0.189 | -0.496 | 0.109 | 0.275 | -0.124 | -0.114 | -0.243 | -0.085 | 0.094 | -0.097 | -0.097 |
| macdsignal_7 | -0.485 | -0.605 | -0.672 | -0.946 | -0.515 | -0.482 | -0.519 | 0.797 | -0.429 | 1.000 | 0.118 | -0.488 | 0.724 | 0.589 | -0.779 | 0.490 | -0.605 | -0.672 | -0.946 | -0.515 | 0.118 | -0.680 | -0.680 |
| obv | -0.511 | -0.557 | -0.409 | -0.039 | -0.547 | -0.486 | -0.536 | 0.332 | 0.094 | 0.118 | 1.000 | -0.514 | -0.024 | 0.084 | 0.053 | 0.043 | -0.557 | -0.409 | -0.039 | -0.547 | 1.000 | -0.223 | -0.223 |
| open | 0.982 | 0.922 | 0.851 | -0.928 | 0.971 | 0.987 | 0.990 | -0.650 | -0.027 | -0.488 | -0.514 | 1.000 | 0.015 | 0.011 | -0.827 | -0.024 | 0.922 | 0.851 | -0.928 | 0.971 | -0.514 | 0.838 | 0.838 |
| rsi_14 | 0.047 | -0.206 | -0.514 | -0.953 | -0.080 | 0.025 | 0.025 | 0.730 | -0.189 | 0.724 | -0.024 | 0.015 | 1.000 | 0.399 | -0.762 | 0.583 | -0.206 | -0.514 | -0.953 | -0.080 | -0.024 | -0.268 | -0.268 |
| rsi_21 | 0.035 | -0.152 | -0.248 | -0.873 | -0.021 | 0.046 | -0.022 | 0.304 | -0.496 | 0.589 | 0.084 | 0.011 | 0.399 | 1.000 | -0.676 | 0.253 | -0.152 | -0.248 | -0.873 | -0.021 | 0.084 | -0.256 | -0.256 |
| rsi_60 | -0.701 | -0.294 | 0.474 | 0.800 | -0.779 | -0.803 | -0.686 | -0.788 | 0.109 | -0.779 | 0.053 | -0.827 | -0.762 | -0.676 | 1.000 | -0.426 | -0.294 | 0.474 | 0.800 | -0.779 | 0.053 | 0.800 | 0.800 |
| rsi_7 | 0.042 | -0.410 | -0.696 | -0.767 | -0.158 | 0.021 | -0.006 | 0.717 | 0.275 | 0.490 | 0.043 | -0.024 | 0.583 | 0.253 | -0.426 | 1.000 | -0.410 | -0.696 | -0.767 | -0.158 | 0.043 | -0.181 | -0.181 |
| sma_14 | 0.904 | 1.000 | 0.979 | -0.113 | 0.968 | 0.905 | 0.923 | -0.862 | -0.124 | -0.605 | -0.557 | 0.922 | -0.206 | -0.152 | -0.294 | -0.410 | 1.000 | 0.979 | -0.113 | 0.968 | -0.557 | 0.975 | 0.975 |
| sma_21 | 0.825 | 0.979 | 1.000 | 0.821 | 0.913 | 0.823 | 0.857 | -0.902 | -0.114 | -0.672 | -0.409 | 0.851 | -0.514 | -0.248 | 0.474 | -0.696 | 0.979 | 1.000 | 0.821 | 0.913 | -0.409 | 0.995 | 0.995 |
| sma_60 | -0.909 | -0.113 | 0.821 | 1.000 | -0.914 | -0.917 | -0.879 | -0.990 | -0.243 | -0.946 | -0.039 | -0.928 | -0.953 | -0.873 | 0.800 | -0.767 | -0.113 | 0.821 | 1.000 | -0.914 | -0.039 | 1.000 | 1.000 |
| sma_7 | 0.958 | 0.968 | 0.913 | -0.914 | 1.000 | 0.961 | 0.965 | -0.723 | -0.085 | -0.515 | -0.547 | 0.971 | -0.080 | -0.021 | -0.779 | -0.158 | 0.968 | 0.913 | -0.914 | 1.000 | -0.547 | 0.887 | 0.887 |
| volume | -0.511 | -0.557 | -0.409 | -0.039 | -0.547 | -0.486 | -0.536 | 0.332 | 0.094 | 0.118 | 1.000 | -0.514 | -0.024 | 0.084 | 0.053 | 0.043 | -0.557 | -0.409 | -0.039 | -0.547 | 1.000 | -0.223 | -0.223 |
| window_end_ms | 0.842 | 0.975 | 0.995 | 1.000 | 0.887 | 0.838 | 0.843 | -0.907 | -0.097 | -0.680 | -0.223 | 0.838 | -0.268 | -0.256 | 0.800 | -0.181 | 0.975 | 0.995 | 1.000 | 0.887 | -0.223 | 1.000 | 1.000 |
| window_start_ms | 0.842 | 0.975 | 0.995 | 1.000 | 0.887 | 0.838 | 0.843 | -0.907 | -0.097 | -0.680 | -0.223 | 0.838 | -0.268 | -0.256 | 0.800 | -0.181 | 0.975 | 0.995 | 1.000 | 0.887 | -0.223 | 1.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| pair | open | high | low | close | volume | window_start_ms | window_end_ms | candle_seconds | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1746193740000 | BTC/USD | 96867.5 | 96872.2 | 96867.4 | 96872.2 | 0.023589 | 1746193740000 | 1746193800000 | 60 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.023589 |
| 1746193800000 | BTC/USD | 96872.2 | 96934.4 | 96872.2 | 96885.2 | 0.065496 | 1746193800000 | 1746193860000 | 60 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.065496 |
| 1746193860000 | BTC/USD | 96885.2 | 96885.2 | 96877.0 | 96877.0 | 0.067513 | 1746193860000 | 1746193920000 | 60 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.067513 |
| 1746193920000 | BTC/USD | 96877.0 | 96877.0 | 96859.0 | 96859.0 | 1.914346 | 1746193920000 | 1746193980000 | 60 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.914346 |
| 1746193980000 | BTC/USD | 96859.1 | 96876.5 | 96859.1 | 96876.5 | 0.014470 | 1746193980000 | 1746194040000 | 60 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.014470 |
| 1746194040000 | BTC/USD | 96876.4 | 96892.0 | 96876.0 | 96892.0 | 0.433387 | 1746194040000 | 1746194100000 | 60 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.433387 |
| 1746194100000 | BTC/USD | 96892.0 | 96892.0 | 96892.0 | 96892.0 | 0.009093 | 1746194100000 | 1746194160000 | 60 | 96879.128571 | NaN | NaN | NaN | 96879.128571 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.009093 |
| 1746194160000 | BTC/USD | 96891.9 | 96918.4 | 96891.9 | 96918.3 | 0.156627 | 1746194160000 | 1746194220000 | 60 | 96885.714286 | NaN | NaN | NaN | 96885.714286 | NaN | NaN | NaN | 73.401015 | NaN | NaN | NaN | NaN | NaN | NaN | 0.156627 |
| 1746194220000 | BTC/USD | 96921.0 | 96921.0 | 96795.4 | 96795.4 | 1.887600 | 1746194220000 | 1746194280000 | 60 | 96872.885714 | NaN | NaN | NaN | 96872.885714 | NaN | NaN | NaN | 28.454894 | NaN | NaN | NaN | NaN | NaN | NaN | 1.887600 |
| 1746194280000 | BTC/USD | 96795.5 | 96811.4 | 96782.6 | 96796.0 | 31.236413 | 1746194280000 | 1746194340000 | 60 | 96861.314286 | NaN | NaN | NaN | 96861.314286 | NaN | NaN | NaN | 29.830677 | NaN | NaN | NaN | NaN | NaN | NaN | 31.236413 |
| pair | open | high | low | close | volume | window_start_ms | window_end_ms | candle_seconds | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1746198420000 | BTC/USD | 97804.0 | 97804.1 | 97804.0 | 97804.1 | 7.307047 | 1746198420000 | 1746198480000 | 60 | 97830.928571 | 97830.664286 | 97758.004762 | 94152.351667 | 97830.928571 | 97830.664286 | 97758.004762 | 94152.351667 | 30.165746 | 69.410391 | 69.042222 | 64.985572 | 29.761810 | 66.196104 | -36.434294 | 7.307047 |
| 1746198480000 | BTC/USD | 97804.1 | 97804.1 | 97716.1 | 97717.5 | 11.095964 | 1746198480000 | 1746198540000 | 60 | 97808.185714 | 97829.264286 | 97766.295238 | 94349.728333 | 97808.185714 | 97829.264286 | 97766.295238 | 94349.728333 | 20.164918 | 47.905983 | 61.099069 | 63.691310 | 16.054416 | 64.277907 | -48.223491 | 11.095964 |
| 1746198540000 | BTC/USD | 97717.5 | 97717.5 | 97717.4 | 97717.4 | 1.414107 | 1746198540000 | 1746198600000 | 60 | 97784.342857 | 97821.264286 | 97774.580952 | 94532.621667 | 97784.342857 | 97821.264286 | 97774.580952 | 94532.621667 | 17.817200 | 35.098457 | 61.091280 | 62.946734 | 5.027782 | 54.315847 | -49.288065 | 1.414107 |
| 1746198600000 | BTC/USD | 97717.4 | 97717.4 | 97678.9 | 97701.1 | 1.396909 | 1746198600000 | 1746198660000 | 60 | 97758.085714 | 97812.100000 | 97779.400000 | 94709.530000 | 97758.085714 | 97812.100000 | 97779.400000 | 94709.530000 | 16.581818 | 33.639378 | 56.799248 | 62.620294 | -6.108346 | 38.404521 | -44.512867 | 1.396909 |
| 1746198660000 | BTC/USD | 97701.1 | 97701.2 | 97701.1 | 97701.2 | 0.724381 | 1746198660000 | 1746198720000 | 60 | 97749.900000 | 97800.221429 | 97781.085714 | 94948.383333 | 97749.900000 | 97800.221429 | 97781.085714 | 94948.383333 | 30.733020 | 26.517933 | 52.609080 | 68.691179 | -13.150729 | 24.772666 | -37.923395 | 0.724381 |
| 1746198720000 | BTC/USD | 97701.2 | 97701.2 | 97638.8 | 97638.8 | 3.367922 | 1746198720000 | 1746198780000 | 60 | 97726.300000 | 97786.085714 | 97779.800000 | 95133.895000 | 97726.300000 | 97786.085714 | 97779.800000 | 95133.895000 | 0.120773 | 24.345346 | 48.177646 | 65.783257 | -25.797722 | 11.835814 | -37.633536 | 3.367922 |
| 1746198780000 | BTC/USD | 97638.8 | 97656.9 | 97617.7 | 97617.7 | 5.578315 | 1746198780000 | 1746198840000 | 60 | 97699.685714 | 97770.435714 | 97777.504762 | 95382.356667 | 97699.685714 | 97770.435714 | 97777.504762 | 95382.356667 | 0.107124 | 23.063683 | 46.836440 | 73.674966 | -36.152202 | -0.433998 | -35.718204 | 5.578315 |
| 1746198840000 | BTC/USD | 97642.0 | 97642.0 | 97617.7 | 97619.8 | 1.332955 | 1746198840000 | 1746198900000 | 60 | 97673.357143 | 97752.142857 | 97778.228571 | 95701.711667 | 97673.357143 | 97752.142857 | 97778.228571 | 95701.711667 | 1.165872 | 15.363808 | 51.081697 | 85.178100 | -42.582383 | -13.018863 | -29.563520 | 1.332955 |
| 1746198900000 | BTC/USD | 97619.8 | 97640.0 | 97617.8 | 97638.9 | 1.725499 | 1746198900000 | 1746198960000 | 60 | 97662.128571 | 97735.157143 | 97773.552381 | 95989.045000 | 97662.128571 | 97735.157143 | 97773.552381 | 95989.045000 | 17.574257 | 19.355670 | 41.666667 | 84.053110 | -46.336877 | -30.342141 | -15.994736 | 1.725499 |
| 1746198960000 | BTC/USD | 97638.9 | 97666.7 | 97638.9 | 97666.6 | 0.306867 | 1746198960000 | 1746199020000 | 60 | 97654.871429 | 97719.607143 | 97765.800000 | 96332.075000 | 97654.871429 | 97719.607143 | 97765.800000 | 96332.075000 | 32.930108 | 23.327616 | 34.483416 | 96.719481 | -43.916733 | -40.782127 | -3.134606 | 0.306867 |